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FHIR R4 resource generation and validation for healthcare interoperability. Converts medical data into FHIR-compliant JSON resources (Patient, Observation, MedicationRequest, Condition, etc.). Use when creating FHIR resources, validating healthcare data structures, or preparing data for EHR integration.

Use when planning refactoring sprints, prioritizing technical debt backlog, justifying refactoring investment to executives, or creating data-driven roadmaps - calculates return on investment using effort-impact matrices and research-backed formulas

Unified CLI for personal knowledge base. This skill should be used when users want to save memories, search past conversations, persist current sessions, or manage stored information. Triggers: 记忆, 知识库, 保存会话, 搜索记忆, recall, remember, save memory, search knowledge, persist session, nm命令.

Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), scale uncertainty (scale game), and dispatch when stuck. Techniques derived from Microsoft Amplifier project patterns adapted for immediate application.

Energy-specific charts: project timelines, cost breakdowns, financial projections, geospatial maps. Interactive dashboards for investment decisions.

Create personalized, adaptive learning pathways with branching logic, prerequisite tracking, competency-based progression, and mastery-based advancement. Use when designing adaptive curricula or personalized learning experiences. Activates on "learning path", "adaptive curriculum", "personalization", or "custom pathway".

Analyze GitHub repositories to extract insights about commit frequency, outstanding contributors, release timeline, and project health metrics. Use when users request repository analysis, commit history investigation, contributor identification, release tracking, or development activity assessment for any GitHub project.

Complete autonomous DJ system for Traktor Pro 3 with MIDI control, intelligent track selection, energy flow management, and professional mixing workflows. Use when working on DJ automation, Traktor integration, autonomous music mixing, or building DJ agents that need real-time performance capabilities.

Test escape room difficulty, collect player metrics, identify stuck points, and balance gameplay for 60-70% completion rate target. Implements alpha/beta testing protocols, feedback analysis, and iterative difficulty adjustment. Use when validating game balance, analyzing player behavior, or optimizing escape room challenge levels.

Automated board presentation generation pulling live data from Asana, Salesforce, Finance GL for quarterly board meetings with executive narrative and data visualization

Audit and map a codebase to understand structure, dependencies, and risks. Use when the user asks to audit a repo, understand architecture, or assess codebase quality or health.

Real-time interview assistant SaaS product context. USE WHEN wisewhisper, interview assistant, product metrics, feature planning, activation gap, onboarding, conversion rate, stripe metrics.

Convert subtitle files (WebVTT .vtt and SubRip .srt) into clean, readable text documents with multi-language support (English, Traditional Chinese, Simplified Chinese). Auto-detects format and language, removes timestamps and formatting, merges captions into natural paragraphs, strips annotations, and fixes spacing appropriately for each language. Use when the user provides a subtitle file or asks to convert captions to text.

Implement liveness, readiness, and dependency health checks

Personal GTD-based productivity system called LOPS for managing tasks, projects, and priorities in Linear with AI assistance. Use when triaging inbox items, prioritizing work, running weekly reviews, capturing tasks, clarifying next actions, or when the user mentions GTD, productivity, task management, or organizing their work.

Token usage and cost tracking with model-specific pricing for monitoring and optimizing AI token consumption. Use when tracking sessions, calculating costs, analyzing efficiency, or budget planning.

Use Alpaca Algo Trader Plus for 4+ years of historical data. Trigger when: (1) increasing lookback, (2) data source selection, (3) yfinance comparison.

Investigates Mission Control notifications to identify root causes and provide remediation. Use when users mention notification IDs, ask about alerts or notifications, request help understanding "why did I get this notification", want to troubleshoot a specific alert, or ask about notification patterns and history. This skill retrieves notification details, analyzes historical patterns, routes to resource-specific troubleshooting (config items or health checks), correlates findings, and delivers actionable remediation steps with prevention recommendations.

Examples and patterns for integrating FastMCP Cloud servers with Claude Agent SDK using HTTP transport

Financial analysis and reporting